---
title: JinaEmbeddings
description: JinaEmbeddings is a utility for embedding chunks.
icon: "brain-circuit"
iconType: "solid"
---

JinaEmbeddings is a utility class to use JinaAI's API for Chonkie's semantic chunking.

## Installation

Embeddings require the `jina` library. See the [Installation Guide](/getting-started/installation) for more information.

```bash
pip install "chonkie[jina]"
```

## Usage

```python
from chonkie import JinaEmbeddings

# Initialize the Jina embeddings
embeddings = JinaEmbeddings()

# Initialize the semantic chunker
chunker = SemanticChunker(embeddings)

# Chunk the text
text = ... # Your text string

# CHONK!
chunks = chunker(text)
```